If you have the time, you might locate a local plastics/polycarbonate distributer similar to this company: http://www.usplastic.com/catalog/default.aspx?catid=795&parentcatid=-1 and take your stand there and ask them if they can tell which plastic it is made of and do they have a good adhesive for it.
Failing that, I'd try a 30 minute two-part epoxy. Super Glue just doesn't do a very good job of bonding that kind of thing. Good old, I-had-to-mix-it-up-myself epoxy works much better.
But, depending on the plastic used in the base, there may be a solvent type adhesive which will weld the parts back together, such as PVC pipe glue.
. I've tried super gluing it to no avail (It just split again under the weight)